Lakeshift is a Databricks App that I built for one job: moving legacy SQL and ETL code to Databricks in a way that a team can measure, check and trust. It sizes the code first, makes a rule-based draft with Databricks Labs Lakebridge, lets two AI mod...
Hi everyone,Part 2 of my Helsinki live transit project is out. In part 1 I built a Databricks App that follows every tram and metro train in Helsinki in real time: a Lakeflow pipeline on HSL's live MQTT feed, Lakebase behind the live map, and a Genie...
Hey @SumeshKashyap Thanks for writing this up, and for the question at the end. I found it interesting enough that I ran an experiment on it.I set up bike, walk or wait inputs like the ones your agent gets back from its tools (16 scenarios over six H...
Hi everyone! I built a near-real-time app that follows every tram and metro train in Helsinki using only Databricks: no Kafka, no extra servers, and the whole thing deploys from one repository.What the app doesA live map of every tram and metro train...
Thanks for sharing this insightful app
Built for the Databricks Community Genie-Powered App Challenge 2026 — Track A: Real-World Problem Solver THE PROBLEM THAT DOESN'T SHOW UP ON A DASHBOARD Most small businesses don't fail because they run out of customers. They fail because they discov...
I built ChicagoPulse for the Databricks Community Genie-Powered App Challenge.Track: Track A - Real-World Problem SolverWhy it fits: ChicagoPulse solves a practical civic-data problem by helping residents, analysts, and decision-makers move from a na...
吏 What if learning SQL felt like a game?SQL is one of the most valuable skills in data and AI, but most people still learn it from static tutorials or documentation. Chatbots can answer questions, but they rarely push learners to think through a prob...
Demo Link: https://drive.google.com/file/d/1mgiVrWkSBufoRWnkhDaysqq_U-7dnAun/view?usp=drive_link
OpsPulse- From Operational Signals to Data-Backed Answers with AIBI GenieOperations teams usually do not have a shortage of data. They have dashboards, reports, KPIs, spreadsheets, and weekly reviews.The harder part often starts after someone notices...
The Problem LakeOps SolvesData teams focused on cloud-based analytics solutions often experience operational bottlenecks. Engineers spend countless hours writing SQL joins across system logs monitoring and reporting pipeline failures, while engineeri...
1. Executive Summary & Problem Statement:-Financial institutions face severe operational bottlenecks when detecting coordinated money mule rings and rapid-drain fraud schemes. Fraud syndicates exploit real-time payment rails (such as UPI and IMPS) by...
Gridiron Genie: an NFL matchup room powered by Databricks Genie AgentTrack B (Creative Thinking) entry for the Genie-Powered App Challenge, built and deployed on Databricks Free Edition. The Week 1 slate: pick a matchup room.The premiseYou're an NFL...
This looks great! Great architecture stack with some up-and-coming new AI features from Databricks. I appreciated how you called out investing first in the data layer and enforcing standards there as the foundation. Very cool!
When does one AI agent stop being enough?Many enterprise AI applications begin with a simple architecture:User → LLM → AnswerAs applications become more capable, the pattern usually evolves into: User → Agent → Tools → AnswerNow the agent can decide ...
Databricks Community Genie-Powered App Challenge · Track B, Creative ThinkingA dump of the customer database has appeared on a public forum. Four hundred people work at this company and any of them could have taken it. The access logs know what happe...
In 1929 a Catholic theologian wrote ten rules for detective fiction. Ronald Knox was only half serious. He and Chesterton and Sayers had a dining club for writers of detective fiction and the rules were closer to a party game than a manifesto, but th...
Every sales manager I've ever talked to has the same quiet frustration: the CRM has all the answers, but getting to them takes forever. You want to know which deals are actually at risk this week, and instead you're pivoting spreadsheets, cross-refer...
I recently wrote about a field sales platform built on Databricks using Lakeflow, Lakebase, Unity Catalog, Mosaic AI, and Databricks Apps.The main idea is using Lakebase and Lakehouse Sync to support operational workflows and analytics in one Databri...
